Prof. Shilin Zhou Profile

Prof. Shilin Zhou

at National Univ of Defense Technology

SPIE Involvement:

Author

Publications (14)

Proceedings Article | 18 December 2023 Paper

A review of deep learning object detection methods for remote sensing images

Xueying Wang, Weishan Lu, Feng Zhang, Yuan Huang, Zhichao Sha, Shilin Zhou

Proceedings Volume 12963, 129631Q (2023) https://doi.org/10.1117/12.3008145

KEYWORDS: Target detection, Object detection, Deep learning, Remote sensing, Small targets, Education and training, Detection and tracking algorithms, Image processing, Feature extraction, Neural networks

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Proceedings Article | 2 March 2016 Paper

Are ground-level visual attributes useful for high resolution remote sensing image classification?

Shuai Liu, Hao Sun, Shilin Zhou

Proceedings Volume 9901, 990118 (2016) https://doi.org/10.1117/12.2234916

KEYWORDS: Visualization, Image resolution, Image classification, Remote sensing, Image visualization, Scene classification, Classification systems, Sun, Image segmentation, Visual analytics

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Proceedings Article | 2 March 2016 Paper

A point matching algorithm based on reference point pair

Huanxin Zou, Youqing Zhu, Shilin Zhou, Lin Lei

Proceedings Volume 9901, 990104 (2016) https://doi.org/10.1117/12.2234832

KEYWORDS: Image processing, Data modeling, Annealing, Nanoimprint lithography, Detection and tracking algorithms, Expectation maximization algorithms, Machine vision, Computer vision technology, Image registration, Object recognition

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Proceedings Article | 2 March 2016 Paper

Accumulating pyramid spatial-spectral collaborative coding divergence for hyperspectral anomaly detection

Hao Sun, Huanxin Zou, Shilin Zhou

Proceedings Volume 9901, 99010J (2016) https://doi.org/10.1117/12.2234917

KEYWORDS: Image compression, Image fusion, Hyperspectral imaging, Windows, Parallel processing, Surveillance, Hyperspectral target detection, Target detection, Sensors, Detection and tracking algorithms, Remote sensing, Data analysis, Reconnaissance

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Proceedings Article | 14 December 2015 Paper

Combining low level features and visual attributes for VHR remote sensing image classification

Fumin Zhao, Hao Sun, Shuai Liu, Shilin Zhou

Proceedings Volume 9815, 98150C (2015) https://doi.org/10.1117/12.2205566

KEYWORDS: Remote sensing, Visualization, Image classification, Databases, Sun, Satellites, Classification systems, Satellite imaging, Image processing, Neodymium

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Proceedings Article | 14 December 2015 Paper

Multi-features association-based local HOG description for image matching

Bingbing Wu, Shilin Zhou, Lin Lei, Kefeng Ji

Proceedings Volume 9813, 981311 (2015) https://doi.org/10.1117/12.2209096

KEYWORDS: Convolution, Image processing, Machine vision, Computer vision technology, Sensors, Detection and tracking algorithms, Fourier transforms, Electronics engineering, Defense technologies, Detector development

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Proceedings Article | 14 December 2015 Paper

Latent subspace sparse representation-based unsupervised domain adaptation

Liu Shuai, Hao Sun, Fumin Zhao, Shilin Zhou

Proceedings Volume 9813, 981307 (2015) https://doi.org/10.1117/12.2205702

KEYWORDS: Detection and tracking algorithms, Machine vision, Computer vision technology, Data modeling, Remote sensing, Satellites, Visualization, Distance measurement, Tin, Satellite imaging

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Proceedings Article | 15 October 2015 Paper

A novel scheme for automatic nonrigid image registration using deformation invariant feature and geometric constraint

Zhipeng Deng, Lin Lei, Shilin Zhou

Proceedings Volume 9643, 96431S (2015) https://doi.org/10.1117/12.2194427

KEYWORDS: Image registration, Remote sensing, Feature extraction, Image processing, Image quality, Sensors, Gaussian filters, Image filtering, Detection and tracking algorithms, Image fusion

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SPIE Journal Paper | 20 April 2015

Simulation of spatially correlated PolSAR images using inverse transform method

Xianxiang Qin, Huanxin Zou, Shilin Zhou, Kefeng Ji

JARS, Vol. 9, Issue 01, 095082, (April 2015) https://doi.org/10.1117/12.10.1117/1.JRS.9.095082

KEYWORDS: Computer simulations, Synthetic aperture radar, Image segmentation, Speckle, Polarimetry, Data modeling, Device simulation, Scattering, Matrices, Contrast transfer function

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SPIE Journal Paper | 18 December 2014

Performance comparison and assessment of displaced phase center antenna and along-track interferometry techniques used in synthetic aperture radar-ground moving target indication

Xiaoyang Wang, Gui Gao, Shilin Zhou, Youqing Zhu

JARS, Vol. 8, Issue 01, 083504, (December 2014) https://doi.org/10.1117/12.10.1117/1.JRS.8.083504

KEYWORDS: Interferometry, Antennas, Phase interferometry, Signal to noise ratio, Target detection, Synthetic aperture radar, Radar, Doppler effect, Monte Carlo methods, Image processing

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Proceedings Article | 18 November 2014 Paper

Local anomaly detection algorithm based on sliding windows in spectral space

Zhiyong Li, Shilin Zhou, Yong Han, Liangliang Wang

Proceedings Volume 9263, 92631G (2014) https://doi.org/10.1117/12.2068854

KEYWORDS: Sensors, Detection and tracking algorithms, Hyperspectral imaging, Target detection, Data modeling, Platinum, Statistical analysis, Environmental management, Image sensors, Hyperspectral target detection

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SPIE Journal Paper | 28 July 2014

Modified log-ratio operator for change detection of synthetic aperture radar targets in forest concealment

Gui Gao, Xiaoyang Wang, Min Niu, Shilin Zhou

JARS, Vol. 8, Issue 01, 083583, (July 2014) https://doi.org/10.1117/12.10.1117/1.JRS.8.083583

KEYWORDS: Target detection, Synthetic aperture radar, Lawrencium, Speckle, VHF band, Detection and tracking algorithms, Image processing, Statistical analysis, Calibration, Target recognition

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Proceedings Article | 30 August 2013 Paper

Hyperspectral subspace estimation preserving anomalies via a test of multivariate sample skewness

Siyuan Zheng, Shilin Zhou, Liangliang Wang, Zhiyong Li

Proceedings Volume 8910, 891013 (2013) https://doi.org/10.1117/12.2033568

KEYWORDS: Statistical analysis, Hyperspectral imaging, Data modeling, Interference (communication), Error analysis, Principal component analysis, Signal to noise ratio, Data analysis, Vector spaces, Signal attenuation

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Proceedings Article | 19 July 2013 Paper

A CFAR algorithm for layover and shadow detection in InSAR images based on kernel density estimation

Xianxiang Qin, Shilin Zhou, Huanxin Zou, Yun Ren

Proceedings Volume 8878, 887842 (2013) https://doi.org/10.1117/12.2030657

KEYWORDS: Interferometric synthetic aperture radar, Detection and tracking algorithms, Target detection, Synthetic aperture radar, Statistical analysis, Image analysis, Interferometry, Radar, Speckle, Electronics engineering

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Showing 5 of 14 publications

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